OpenML
Supervised Classification on eucalyptus

Supervised Classification on eucalyptus

Task 2079 Supervised Classification eucalyptus 20196 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

20196 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.6147, kappa: 0.5088, kb_relative_information_score: 0.5225, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6182, number_of_instances: 736, precision: 0.6146, predictive_accuracy: 0.6182, prior_entropy: 2.2621, relative_absolute_error: 0.5825, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3177, root_relative_squared_error: 0.8028, unweighted_recall: 0.5843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.6241, kappa: 0.5203, kb_relative_information_score: 0.5447, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.3132, weighted_recall: 0.625, number_of_instances: 736, precision: 0.6235, predictive_accuracy: 0.625, prior_entropy: 2.2621, relative_absolute_error: 0.5377, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.8329, unweighted_recall: 0.6032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.5823, kappa: 0.4683, kb_relative_information_score: 0.4934, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.3132, weighted_recall: 0.587, number_of_instances: 736, precision: 0.5826, predictive_accuracy: 0.587, prior_entropy: 2.2621, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.836, unweighted_recall: 0.5493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.5726, kappa: 0.4579, kb_relative_information_score: 0.4878, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5788, number_of_instances: 736, precision: 0.5694, predictive_accuracy: 0.5788, prior_entropy: 2.2621, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.8279, unweighted_recall: 0.5411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.6588, kappa: 0.5624, kb_relative_information_score: 0.5779, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.3132, weighted_recall: 0.659, number_of_instances: 736, precision: 0.6608, predictive_accuracy: 0.659, prior_entropy: 2.2621, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.7989, unweighted_recall: 0.6306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.6029, kappa: 0.4951, kb_relative_information_score: 0.4999, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6073, number_of_instances: 736, precision: 0.6008, predictive_accuracy: 0.6073, prior_entropy: 2.2621, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.8144, unweighted_recall: 0.5721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.6353, kappa: 0.5343, kb_relative_information_score: 0.56, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6372, number_of_instances: 736, precision: 0.635, predictive_accuracy: 0.6372, prior_entropy: 2.2621, relative_absolute_error: 0.5086, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.8311, unweighted_recall: 0.6077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.654, kappa: 0.5586, kb_relative_information_score: 0.5136, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6576, number_of_instances: 736, precision: 0.6576, predictive_accuracy: 0.6576, prior_entropy: 2.2621, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.7604, unweighted_recall: 0.6205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.6103, kappa: 0.5018, kb_relative_information_score: 0.5284, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6114, number_of_instances: 736, precision: 0.6101, predictive_accuracy: 0.6114, prior_entropy: 2.2621, relative_absolute_error: 0.5684, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.8161, unweighted_recall: 0.5808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.5901, kappa: 0.4789, kb_relative_information_score: 0.5006, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5938, number_of_instances: 736, precision: 0.588, predictive_accuracy: 0.5938, prior_entropy: 2.2621, relative_absolute_error: 0.6036, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.8261, unweighted_recall: 0.5658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.6595, kappa: 0.5634, kb_relative_information_score: 0.5877, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.3132, weighted_recall: 0.659, number_of_instances: 736, precision: 0.6617, predictive_accuracy: 0.659, prior_entropy: 2.2621, relative_absolute_error: 0.4741, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.8203, unweighted_recall: 0.6365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.603, kappa: 0.4935, kb_relative_information_score: 0.4968, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.3132, weighted_recall: 0.606, number_of_instances: 736, precision: 0.602, predictive_accuracy: 0.606, prior_entropy: 2.2621, relative_absolute_error: 0.6046, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.813, unweighted_recall: 0.5714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.5738, kappa: 0.4632, kb_relative_information_score: 0.4307, mean_absolute_error: 0.2186, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5856, number_of_instances: 736, precision: 0.5746, predictive_accuracy: 0.5856, prior_entropy: 2.2621, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.8244, unweighted_recall: 0.5399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8, f_measure: 0.5048, kappa: 0.371, kb_relative_information_score: 0.3347, mean_absolute_error: 0.2436, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5149, number_of_instances: 736, precision: 0.5079, predictive_accuracy: 0.5149, prior_entropy: 2.2621, relative_absolute_error: 0.7777, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.8906, unweighted_recall: 0.4686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.6321, kappa: 0.531, kb_relative_information_score: 0.5299, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6359, number_of_instances: 736, precision: 0.6325, predictive_accuracy: 0.6359, prior_entropy: 2.2621, relative_absolute_error: 0.5665, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3117, root_relative_squared_error: 0.7877, unweighted_recall: 0.5985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.6573, kappa: 0.5642, kb_relative_information_score: 0.5348, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.3132, weighted_recall: 0.663, number_of_instances: 736, precision: 0.6618, predictive_accuracy: 0.663, prior_entropy: 2.2621, relative_absolute_error: 0.5706, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3014, root_relative_squared_error: 0.7618, unweighted_recall: 0.6213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.6249, kappa: 0.522, kb_relative_information_score: 0.523, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6291, number_of_instances: 736, precision: 0.6251, predictive_accuracy: 0.6291, prior_entropy: 2.2621, relative_absolute_error: 0.5769, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.7977, unweighted_recall: 0.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.6613, kappa: 0.5686, kb_relative_information_score: 0.5312, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6644, number_of_instances: 736, precision: 0.6604, predictive_accuracy: 0.6644, prior_entropy: 2.2621, relative_absolute_error: 0.5784, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.7672, unweighted_recall: 0.6321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.6534, kappa: 0.5568, kb_relative_information_score: 0.5767, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6549, number_of_instances: 736, precision: 0.655, predictive_accuracy: 0.6549, prior_entropy: 2.2621, relative_absolute_error: 0.4915, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.8207, unweighted_recall: 0.6228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.6121, kappa: 0.5062, kb_relative_information_score: 0.5289, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6141, number_of_instances: 736, precision: 0.6107, predictive_accuracy: 0.6141, prior_entropy: 2.2621, relative_absolute_error: 0.552, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.8298, unweighted_recall: 0.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.614, kappa: 0.5085, kb_relative_information_score: 0.5096, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6168, number_of_instances: 736, precision: 0.613, predictive_accuracy: 0.6168, prior_entropy: 2.2621, relative_absolute_error: 0.5961, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.814, unweighted_recall: 0.5877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.6298, kappa: 0.5288, kb_relative_information_score: 0.5321, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6332, number_of_instances: 736, precision: 0.6284, predictive_accuracy: 0.6332, prior_entropy: 2.2621, relative_absolute_error: 0.5701, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3136, root_relative_squared_error: 0.7925, unweighted_recall: 0.6021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.5478, kappa: 0.428, kb_relative_information_score: 0.4311, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5584, number_of_instances: 736, precision: 0.5486, predictive_accuracy: 0.5584, prior_entropy: 2.2621, relative_absolute_error: 0.6856, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.8351, unweighted_recall: 0.5131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.5745, kappa: 0.464, kb_relative_information_score: 0.4161, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.3132, weighted_recall: 0.587, number_of_instances: 736, precision: 0.5761, predictive_accuracy: 0.587, prior_entropy: 2.2621, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.8229, unweighted_recall: 0.5376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.6178, kappa: 0.5152, kb_relative_information_score: 0.5199, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6236, number_of_instances: 736, precision: 0.6159, predictive_accuracy: 0.6236, prior_entropy: 2.2621, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3121, root_relative_squared_error: 0.7887, unweighted_recall: 0.5817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.5827, kappa: 0.4724, kb_relative_information_score: 0.4597, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5924, number_of_instances: 736, precision: 0.5835, predictive_accuracy: 0.5924, prior_entropy: 2.2621, relative_absolute_error: 0.6566, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.8179, unweighted_recall: 0.5466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.848, f_measure: 0.5281, kappa: 0.4154, kb_relative_information_score: 0.3665, mean_absolute_error: 0.2378, mean_prior_absolute_error: 0.3132, weighted_recall: 0.553, number_of_instances: 736, precision: 0.5402, predictive_accuracy: 0.553, prior_entropy: 2.2621, relative_absolute_error: 0.7593, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.8467, unweighted_recall: 0.4894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.5962, kappa: 0.4866, kb_relative_information_score: 0.4844, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6019, number_of_instances: 736, precision: 0.5988, predictive_accuracy: 0.6019, prior_entropy: 2.2621, relative_absolute_error: 0.6281, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.8046, unweighted_recall: 0.5644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.6576, kappa: 0.5631, kb_relative_information_score: 0.5591, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6603, number_of_instances: 736, precision: 0.6579, predictive_accuracy: 0.6603, prior_entropy: 2.2621, relative_absolute_error: 0.5429, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7554, unweighted_recall: 0.6275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.5665, kappa: 0.4568, kb_relative_information_score: 0.4037, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5829, number_of_instances: 736, precision: 0.576, predictive_accuracy: 0.5829, prior_entropy: 2.2621, relative_absolute_error: 0.7221, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.8353, unweighted_recall: 0.5307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.628, kappa: 0.5248, kb_relative_information_score: 0.5514, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6304, number_of_instances: 736, precision: 0.6281, predictive_accuracy: 0.6304, prior_entropy: 2.2621, relative_absolute_error: 0.5397, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.8014, unweighted_recall: 0.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.4595, kappa: 0.3155, kb_relative_information_score: 0.3006, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.3132, weighted_recall: 0.4728, number_of_instances: 736, precision: 0.4616, predictive_accuracy: 0.4728, prior_entropy: 2.2621, relative_absolute_error: 0.8159, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.917, unweighted_recall: 0.4316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.6215, kappa: 0.5185, kb_relative_information_score: 0.5509, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6236, number_of_instances: 736, precision: 0.6197, predictive_accuracy: 0.6236, prior_entropy: 2.2621, relative_absolute_error: 0.527, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.8214, unweighted_recall: 0.5949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.6112, kappa: 0.5067, kb_relative_information_score: 0.5123, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6168, number_of_instances: 736, precision: 0.6094, predictive_accuracy: 0.6168, prior_entropy: 2.2621, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.323, root_relative_squared_error: 0.8161, unweighted_recall: 0.5804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8159, f_measure: 0.4928, kappa: 0.3613, kb_relative_information_score: 0.3515, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5095, number_of_instances: 736, precision: 0.5001, predictive_accuracy: 0.5095, prior_entropy: 2.2621, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.871, unweighted_recall: 0.4557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.791, f_measure: 0.4831, kappa: 0.3455, kb_relative_information_score: 0.3141, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.3132, weighted_recall: 0.4973, number_of_instances: 736, precision: 0.4957, predictive_accuracy: 0.4973, prior_entropy: 2.2621, relative_absolute_error: 0.8015, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.8951, unweighted_recall: 0.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.6654, kappa: 0.5717, kb_relative_information_score: 0.5708, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6671, number_of_instances: 736, precision: 0.6688, predictive_accuracy: 0.6671, prior_entropy: 2.2621, relative_absolute_error: 0.5233, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.7527, unweighted_recall: 0.6324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.6566, kappa: 0.5609, kb_relative_information_score: 0.5633, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.3132, weighted_recall: 0.659, number_of_instances: 736, precision: 0.6604, predictive_accuracy: 0.659, prior_entropy: 2.2621, relative_absolute_error: 0.534, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.7573, unweighted_recall: 0.6246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.605, kappa: 0.4947, kb_relative_information_score: 0.5031, mean_absolute_error: 0.1866, mean_prior_absolute_error: 0.3132, weighted_recall: 0.606, number_of_instances: 736, precision: 0.6073, predictive_accuracy: 0.606, prior_entropy: 2.2621, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.8164, unweighted_recall: 0.5754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.6261, kappa: 0.5243, kb_relative_information_score: 0.5539, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6304, number_of_instances: 736, precision: 0.6252, predictive_accuracy: 0.6304, prior_entropy: 2.2621, relative_absolute_error: 0.546, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.7785, unweighted_recall: 0.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.5994, kappa: 0.4889, kb_relative_information_score: 0.4902, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6019, number_of_instances: 736, precision: 0.5984, predictive_accuracy: 0.6019, prior_entropy: 2.2621, relative_absolute_error: 0.6194, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.8135, unweighted_recall: 0.5688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7104, f_measure: 0.3613, kappa: 0.2038, kb_relative_information_score: 0.2102, mean_absolute_error: 0.2795, mean_prior_absolute_error: 0.3132, weighted_recall: 0.3967, number_of_instances: 736, precision: 0.3735, predictive_accuracy: 0.3967, prior_entropy: 2.2621, relative_absolute_error: 0.8922, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3771, root_relative_squared_error: 0.953, unweighted_recall: 0.3358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.6257, kappa: 0.5243, kb_relative_information_score: 0.5272, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6304, number_of_instances: 736, precision: 0.6249, predictive_accuracy: 0.6304, prior_entropy: 2.2621, relative_absolute_error: 0.579, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.313, root_relative_squared_error: 0.791, unweighted_recall: 0.5959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.6534, kappa: 0.5576, kb_relative_information_score: 0.5811, mean_absolute_error: 0.154, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6549, number_of_instances: 736, precision: 0.6528, predictive_accuracy: 0.6549, prior_entropy: 2.2621, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.8066, unweighted_recall: 0.6283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.5973, kappa: 0.4877, kb_relative_information_score: 0.4738, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6019, number_of_instances: 736, precision: 0.5963, predictive_accuracy: 0.6019, prior_entropy: 2.2621, relative_absolute_error: 0.6361, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.8109, unweighted_recall: 0.5655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.6185, kappa: 0.5145, kb_relative_information_score: 0.5528, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6236, number_of_instances: 736, precision: 0.6187, predictive_accuracy: 0.6236, prior_entropy: 2.2621, relative_absolute_error: 0.5232, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.8316, unweighted_recall: 0.5869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.6683, kappa: 0.5762, kb_relative_information_score: 0.5426, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6698, number_of_instances: 736, precision: 0.6681, predictive_accuracy: 0.6698, prior_entropy: 2.2621, relative_absolute_error: 0.5638, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.764, unweighted_recall: 0.6408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.5721, kappa: 0.4564, kb_relative_information_score: 0.4882, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5774, number_of_instances: 736, precision: 0.5692, predictive_accuracy: 0.5774, prior_entropy: 2.2621, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.8498, unweighted_recall: 0.5425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.638, kappa: 0.5384, kb_relative_information_score: 0.5454, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6399, number_of_instances: 736, precision: 0.6368, predictive_accuracy: 0.6399, prior_entropy: 2.2621, relative_absolute_error: 0.5481, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3172, root_relative_squared_error: 0.8015, unweighted_recall: 0.6147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.6228, kappa: 0.5204, kb_relative_information_score: 0.5144, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6277, number_of_instances: 736, precision: 0.6222, predictive_accuracy: 0.6277, prior_entropy: 2.2621, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.8017, unweighted_recall: 0.5931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.5497, kappa: 0.4297, kb_relative_information_score: 0.4302, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5584, number_of_instances: 736, precision: 0.5471, predictive_accuracy: 0.5584, prior_entropy: 2.2621, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.8401, unweighted_recall: 0.5184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.6021, kappa: 0.4927, kb_relative_information_score: 0.4702, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.3132, weighted_recall: 0.606, number_of_instances: 736, precision: 0.6042, predictive_accuracy: 0.606, prior_entropy: 2.2621, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.824, unweighted_recall: 0.5724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.5558, kappa: 0.4402, kb_relative_information_score: 0.4374, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5679, number_of_instances: 736, precision: 0.5561, predictive_accuracy: 0.5679, prior_entropy: 2.2621, relative_absolute_error: 0.6804, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.8301, unweighted_recall: 0.5208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.6414, kappa: 0.5446, kb_relative_information_score: 0.54, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6454, number_of_instances: 736, precision: 0.6391, predictive_accuracy: 0.6454, prior_entropy: 2.2621, relative_absolute_error: 0.5555, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3168, root_relative_squared_error: 0.8005, unweighted_recall: 0.6137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.6268, kappa: 0.5235, kb_relative_information_score: 0.5482, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6291, number_of_instances: 736, precision: 0.6271, predictive_accuracy: 0.6291, prior_entropy: 2.2621, relative_absolute_error: 0.525, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.846, unweighted_recall: 0.5964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.6645, kappa: 0.5697, kb_relative_information_score: 0.5687, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6658, number_of_instances: 736, precision: 0.6682, predictive_accuracy: 0.6658, prior_entropy: 2.2621, relative_absolute_error: 0.5276, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.7521, unweighted_recall: 0.6346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.616, kappa: 0.517, kb_relative_information_score: 0.4642, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6277, number_of_instances: 736, precision: 0.617, predictive_accuracy: 0.6277, prior_entropy: 2.2621, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.7906, unweighted_recall: 0.5797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.6549, kappa: 0.5561, kb_relative_information_score: 0.58, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6535, number_of_instances: 736, precision: 0.6577, predictive_accuracy: 0.6535, prior_entropy: 2.2621, relative_absolute_error: 0.4944, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.8065, unweighted_recall: 0.6297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.6306, kappa: 0.5369, kb_relative_information_score: 0.5002, mean_absolute_error: 0.1949, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6427, number_of_instances: 736, precision: 0.6316, predictive_accuracy: 0.6427, prior_entropy: 2.2621, relative_absolute_error: 0.6222, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.7773, unweighted_recall: 0.5932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.6081, kappa: 0.503, kb_relative_information_score: 0.5108, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6141, number_of_instances: 736, precision: 0.6064, predictive_accuracy: 0.6141, prior_entropy: 2.2621, relative_absolute_error: 0.5978, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.7997, unweighted_recall: 0.5769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8634, f_measure: 0.5753, kappa: 0.4594, kb_relative_information_score: 0.4738, mean_absolute_error: 0.1982, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5788, number_of_instances: 736, precision: 0.5731, predictive_accuracy: 0.5788, prior_entropy: 2.2621, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.8346, unweighted_recall: 0.5485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.6076, kappa: 0.5054, kb_relative_information_score: 0.4938, mean_absolute_error: 0.1946, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6168, number_of_instances: 736, precision: 0.6064, predictive_accuracy: 0.6168, prior_entropy: 2.2621, relative_absolute_error: 0.6212, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.7988, unweighted_recall: 0.5765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.6095, kappa: 0.5036, kb_relative_information_score: 0.5249, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6141, number_of_instances: 736, precision: 0.6081, predictive_accuracy: 0.6141, prior_entropy: 2.2621, relative_absolute_error: 0.5779, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.8098, unweighted_recall: 0.5806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.5698, kappa: 0.4617, kb_relative_information_score: 0.4306, mean_absolute_error: 0.2174, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5856, number_of_instances: 736, precision: 0.5763, predictive_accuracy: 0.5856, prior_entropy: 2.2621, relative_absolute_error: 0.6941, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.8226, unweighted_recall: 0.5363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.6364, kappa: 0.5426, kb_relative_information_score: 0.411, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6481, number_of_instances: 736, precision: 0.6524, predictive_accuracy: 0.6481, prior_entropy: 2.2621, relative_absolute_error: 0.7167, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3138, root_relative_squared_error: 0.7929, unweighted_recall: 0.5951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.6322, kappa: 0.5325, kb_relative_information_score: 0.5211, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6359, number_of_instances: 736, precision: 0.6302, predictive_accuracy: 0.6359, prior_entropy: 2.2621, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.7907, unweighted_recall: 0.6028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.6003, kappa: 0.4925, kb_relative_information_score: 0.4577, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6073, number_of_instances: 736, precision: 0.6039, predictive_accuracy: 0.6073, prior_entropy: 2.2621, relative_absolute_error: 0.6663, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.8143, unweighted_recall: 0.5683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.614, kappa: 0.5092, kb_relative_information_score: 0.5007, mean_absolute_error: 0.1918, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6196, number_of_instances: 736, precision: 0.6149, predictive_accuracy: 0.6196, prior_entropy: 2.2621, relative_absolute_error: 0.6122, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3169, root_relative_squared_error: 0.8008, unweighted_recall: 0.5784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.6132, kappa: 0.5074, kb_relative_information_score: 0.5295, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6168, number_of_instances: 736, precision: 0.6121, predictive_accuracy: 0.6168, prior_entropy: 2.2621, relative_absolute_error: 0.5637, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.8089, unweighted_recall: 0.5844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8569, f_measure: 0.5647, kappa: 0.45, kb_relative_information_score: 0.4475, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5734, number_of_instances: 736, precision: 0.5632, predictive_accuracy: 0.5734, prior_entropy: 2.2621, relative_absolute_error: 0.6685, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.8347, unweighted_recall: 0.5363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.4964, kappa: 0.3688, kb_relative_information_score: 0.3436, mean_absolute_error: 0.2455, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5163, number_of_instances: 736, precision: 0.509, predictive_accuracy: 0.5163, prior_entropy: 2.2621, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.8705, unweighted_recall: 0.4601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.6196, kappa: 0.5161, kb_relative_information_score: 0.5418, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6236, number_of_instances: 736, precision: 0.6179, predictive_accuracy: 0.6236, prior_entropy: 2.2621, relative_absolute_error: 0.5413, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.8195, unweighted_recall: 0.5909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.5783, kappa: 0.4679, kb_relative_information_score: 0.4734, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5883, number_of_instances: 736, precision: 0.5775, predictive_accuracy: 0.5883, prior_entropy: 2.2621, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.8168, unweighted_recall: 0.5466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.6358, kappa: 0.5344, kb_relative_information_score: 0.568, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6359, number_of_instances: 736, precision: 0.636, predictive_accuracy: 0.6359, prior_entropy: 2.2621, relative_absolute_error: 0.5032, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.8203, unweighted_recall: 0.6121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, f_measure: 0.5305, kappa: 0.405, kb_relative_information_score: 0.3886, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5394, number_of_instances: 736, precision: 0.5387, predictive_accuracy: 0.5394, prior_entropy: 2.2621, relative_absolute_error: 0.7358, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.8648, unweighted_recall: 0.4969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.6259, kappa: 0.5254, kb_relative_information_score: 0.5274, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6318, number_of_instances: 736, precision: 0.6245, predictive_accuracy: 0.6318, prior_entropy: 2.2621, relative_absolute_error: 0.5823, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.309, root_relative_squared_error: 0.7809, unweighted_recall: 0.5946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.6166, kappa: 0.5124, kb_relative_information_score: 0.5158, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6209, number_of_instances: 736, precision: 0.6155, predictive_accuracy: 0.6209, prior_entropy: 2.2621, relative_absolute_error: 0.5863, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.8116, unweighted_recall: 0.5876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.6057, kappa: 0.4965, kb_relative_information_score: 0.5309, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6073, number_of_instances: 736, precision: 0.6054, predictive_accuracy: 0.6073, prior_entropy: 2.2621, relative_absolute_error: 0.5598, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8222, unweighted_recall: 0.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.6122, kappa: 0.5071, kb_relative_information_score: 0.5289, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6182, number_of_instances: 736, precision: 0.612, predictive_accuracy: 0.6182, prior_entropy: 2.2621, relative_absolute_error: 0.5605, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.8226, unweighted_recall: 0.5773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.6322, kappa: 0.5336, kb_relative_information_score: 0.5336, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6372, number_of_instances: 736, precision: 0.6313, predictive_accuracy: 0.6372, prior_entropy: 2.2621, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3118, root_relative_squared_error: 0.7879, unweighted_recall: 0.6041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.5456, kappa: 0.4375, kb_relative_information_score: 0.3661, mean_absolute_error: 0.2373, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5707, number_of_instances: 736, precision: 0.561, predictive_accuracy: 0.5707, prior_entropy: 2.2621, relative_absolute_error: 0.7576, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3334, root_relative_squared_error: 0.8426, unweighted_recall: 0.5062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.6245, kappa: 0.52, kb_relative_information_score: 0.5451, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.3132, weighted_recall: 0.625, number_of_instances: 736, precision: 0.6246, predictive_accuracy: 0.625, prior_entropy: 2.2621, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.8096, unweighted_recall: 0.5989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.6095, kappa: 0.5087, kb_relative_information_score: 0.4583, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6209, number_of_instances: 736, precision: 0.6107, predictive_accuracy: 0.6209, prior_entropy: 2.2621, relative_absolute_error: 0.6696, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.799, unweighted_recall: 0.5765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, f_measure: 0.6329, kappa: 0.5327, kb_relative_information_score: 0.5537, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6359, number_of_instances: 736, precision: 0.6313, predictive_accuracy: 0.6359, prior_entropy: 2.2621, relative_absolute_error: 0.5365, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.8076, unweighted_recall: 0.6071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.6484, kappa: 0.55, kb_relative_information_score: 0.558, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6495, number_of_instances: 736, precision: 0.6501, predictive_accuracy: 0.6495, prior_entropy: 2.2621, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.7937, unweighted_recall: 0.6178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.6023, kappa: 0.4944, kb_relative_information_score: 0.475, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6073, number_of_instances: 736, precision: 0.604, predictive_accuracy: 0.6073, prior_entropy: 2.2621, relative_absolute_error: 0.6396, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.824, unweighted_recall: 0.5734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.6545, kappa: 0.5607, kb_relative_information_score: 0.5279, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6603, number_of_instances: 736, precision: 0.6598, predictive_accuracy: 0.6603, prior_entropy: 2.2621, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.7592, unweighted_recall: 0.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.5783, kappa: 0.4692, kb_relative_information_score: 0.4479, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5897, number_of_instances: 736, precision: 0.5775, predictive_accuracy: 0.5897, prior_entropy: 2.2621, relative_absolute_error: 0.6785, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.319, root_relative_squared_error: 0.8061, unweighted_recall: 0.5459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.5714, kappa: 0.4558, kb_relative_information_score: 0.4713, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5774, number_of_instances: 736, precision: 0.5696, predictive_accuracy: 0.5774, prior_entropy: 2.2621, relative_absolute_error: 0.6408, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.8267, unweighted_recall: 0.5413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.6657, kappa: 0.5723, kb_relative_information_score: 0.5677, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6671, number_of_instances: 736, precision: 0.6673, predictive_accuracy: 0.6671, prior_entropy: 2.2621, relative_absolute_error: 0.5195, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3085, root_relative_squared_error: 0.7796, unweighted_recall: 0.6345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.6333, kappa: 0.5338, kb_relative_information_score: 0.5353, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6372, number_of_instances: 736, precision: 0.6314, predictive_accuracy: 0.6372, prior_entropy: 2.2621, relative_absolute_error: 0.5682, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.7833, unweighted_recall: 0.6027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.5756, kappa: 0.4661, kb_relative_information_score: 0.44, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5883, number_of_instances: 736, precision: 0.5754, predictive_accuracy: 0.5883, prior_entropy: 2.2621, relative_absolute_error: 0.68, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.8276, unweighted_recall: 0.5398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.5985, kappa: 0.488, kb_relative_information_score: 0.4858, mean_absolute_error: 0.1977, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6019, number_of_instances: 736, precision: 0.5989, predictive_accuracy: 0.6019, prior_entropy: 2.2621, relative_absolute_error: 0.6311, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.8063, unweighted_recall: 0.5692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.6159, kappa: 0.5135, kb_relative_information_score: 0.4882, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6223, number_of_instances: 736, precision: 0.6137, predictive_accuracy: 0.6223, prior_entropy: 2.2621, relative_absolute_error: 0.6275, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3172, root_relative_squared_error: 0.8016, unweighted_recall: 0.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.6022, kappa: 0.4939, kb_relative_information_score: 0.5265, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6046, number_of_instances: 736, precision: 0.6014, predictive_accuracy: 0.6046, prior_entropy: 2.2621, relative_absolute_error: 0.5597, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.8449, unweighted_recall: 0.5766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.586, kappa: 0.4757, kb_relative_information_score: 0.4766, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5924, number_of_instances: 736, precision: 0.5833, predictive_accuracy: 0.5924, prior_entropy: 2.2621, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.8262, unweighted_recall: 0.5598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, f_measure: 0.4532, kappa: 0.3215, kb_relative_information_score: 0.2638, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.3132, weighted_recall: 0.4837, number_of_instances: 736, precision: 0.4809, predictive_accuracy: 0.4837, prior_entropy: 2.2621, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.9142, unweighted_recall: 0.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8716, f_measure: 0.584, kappa: 0.4775, kb_relative_information_score: 0.4327, mean_absolute_error: 0.2186, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5978, number_of_instances: 736, precision: 0.5887, predictive_accuracy: 0.5978, prior_entropy: 2.2621, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.8156, unweighted_recall: 0.5499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.6455, kappa: 0.547, kb_relative_information_score: 0.5712, mean_absolute_error: 0.1584, mean_prior_absolute_error: 0.3132, weighted_recall: 0.6481, number_of_instances: 736, precision: 0.6468, predictive_accuracy: 0.6481, prior_entropy: 2.2621, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.7991, unweighted_recall: 0.6148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.5865, kappa: 0.4751, kb_relative_information_score: 0.4721, mean_absolute_error: 0.2025, mean_prior_absolute_error: 0.3132, weighted_recall: 0.5938, number_of_instances: 736, precision: 0.5861, predictive_accuracy: 0.5938, prior_entropy: 2.2621, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.3957, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8036, unweighted_recall: 0.5544,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs